Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Newcastle upon Tyne with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 21 April 2018 with a comparison to the same period in the previous 2 years.

Data Mining
Tyne and Wear > Newcastle upon Tyne
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 98 81 88
Rank change year-on-year -17 +7 -
Permanent jobs citing Data Mining 4 1 1
As % of all permanent IT jobs advertised in Newcastle upon Tyne 0.34% 0.12% 0.12%
As % of the Database & Business Intelligence category 1.34% 0.50% 0.31%
Number of salaries quoted 4 1 1
Newcastle upon Tyne median annual salary £50,250 £42,500 £42,500
Median salary % change year-on-year +18.24% - -
10th Percentile £28,800 £41,250 £41,250
90th Percentile £68,750 £43,750 £43,750
Tyne and Wear median annual salary £31,000 £42,500 £42,500
% change year-on-year -27.06% - -

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Newcastle upon Tyne with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newcastle upon Tyne
Permanent vacancies with a requirement for database or business intelligence skills 299 201 325
As % of all permanent IT jobs advertised in Newcastle upon Tyne 25.27% 24.97% 39.30%
Number of salaries quoted 259 192 291
Newcastle upon Tyne median annual salary £35,000 £37,281 £37,500
Median salary % change year-on-year -6.12% -0.58% -
10th Percentile £26,250 £22,500 £26,750
90th Percentile £58,750 £51,250 £52,500
Tyne and Wear median annual salary £36,000 £38,000 £37,500
% change year-on-year -5.26% +1.33% +7.14%

Data Mining
Job Vacancy Trend in Newcastle upon Tyne

Job postings citing Data Mining as a percentage of all IT jobs advertised in Newcastle upon Tyne.

Job vacancy trend for Data Mining in Newcastle upon Tyne

Data Mining
Salary Trend in Newcastle upon Tyne

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in Newcastle upon Tyne.

Salary trend for Data Mining in Newcastle upon Tyne

Data Mining
Salary Histogram in Newcastle upon Tyne

The salary distribution of IT jobs citing Data Mining in Newcastle upon Tyne over the 6 months to 21 April 2018.

Salary histogram for Data Mining in Newcastle upon Tyne

For the 6 months to 21 April 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Newcastle upon Tyne region with a requirement for Data Mining.

1 4 (100.00%) Analytical Skills
2 2 (50.00%) IBM BigInsights
2 2 (50.00%) Actionable Insight
2 2 (50.00%) Creative Problem-Solving
2 2 (50.00%) Data Science
2 2 (50.00%) Problem-Solving
2 2 (50.00%) Data Development
2 2 (50.00%) C++
2 2 (50.00%) Java
2 2 (50.00%) Oracle
2 2 (50.00%) SQL Server
2 2 (50.00%) Python
2 2 (50.00%) Microsoft Excel
2 2 (50.00%) Business Intelligence
2 2 (50.00%) IBM
2 2 (50.00%) Microsoft
2 2 (50.00%) Telecoms
2 2 (50.00%) Finance
2 2 (50.00%) Advertising
2 2 (50.00%) Stakeholder Management
2 2 (50.00%) Retail
2 2 (50.00%) Data Management
2 2 (50.00%) Text Mining
2 2 (50.00%) Neural Network
2 2 (50.00%) Software Engineering
2 2 (50.00%) Statistics
2 2 (50.00%) Physics
2 2 (50.00%) Computer Science
2 2 (50.00%) Social Network
2 2 (50.00%) Greenplum

Data Mining
Co-occurring IT Skills in Newcastle upon Tyne by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 2 (50.00%) Microsoft Excel
Database & Business Intelligence
1 2 (50.00%) Apache Hive
1 2 (50.00%) Big Data
1 2 (50.00%) CouchDB
1 2 (50.00%) Hadoop
1 2 (50.00%) HBase
1 2 (50.00%) IBM BigInsights
1 2 (50.00%) IBM InfoSphere
1 2 (50.00%) MongoDB
1 2 (50.00%) SQL Server
1 2 (50.00%) Text Mining
General
1 2 (50.00%) Advertising
1 2 (50.00%) Finance
1 2 (50.00%) Retail
1 2 (50.00%) Telecoms
Job Titles
1 2 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (50.00%) Natural Language Processing
Miscellaneous
1 4 (100.00%) Analytical Skills
2 2 (50.00%) Computer Science
2 2 (50.00%) Social Network
Processes & Methodologies
1 2 (50.00%) Actionable Insight
1 2 (50.00%) Analytics
1 2 (50.00%) Business Intelligence
1 2 (50.00%) Creative Problem-Solving
1 2 (50.00%) Data Development
1 2 (50.00%) Data Entry
1 2 (50.00%) Data Management
1 2 (50.00%) Data Science
1 2 (50.00%) Data Visualisation
1 2 (50.00%) Kalman Filter
1 2 (50.00%) Machine Learning
1 2 (50.00%) Neural Network
1 2 (50.00%) Physics
1 2 (50.00%) Predictive Modelling
1 2 (50.00%) Problem-Solving
1 2 (50.00%) Software Engineering
1 2 (50.00%) Stakeholder Management
1 2 (50.00%) Statistics
1 2 (50.00%) Visualisation
Programming Languages
1 2 (50.00%) C++
1 2 (50.00%) Java
1 2 (50.00%) Python
System Software
1 2 (50.00%) HDFS
Vendors
1 2 (50.00%) Cloudera
1 2 (50.00%) Greenplum
1 2 (50.00%) Hortonworks
1 2 (50.00%) IBM
1 2 (50.00%) MapR
1 2 (50.00%) Microsoft
1 2 (50.00%) Oracle